{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "def80fe0",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
      "  from .autonotebook import tqdm as notebook_tqdm\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "from pathlib import Path\n",
    "import sys\n",
    "\n",
    "# Add project root to Python path\n",
    "project_root = Path.cwd().parent\n",
    "if str(project_root) not in sys.path:\n",
    "    sys.path.insert(0, str(project_root))\n",
    "os.chdir(project_root) \n",
    "from roma_dspy.core.engine.solve import solve\n",
    "import dspy\n",
    "from prompt_optimization.dataset_loaders import (\n",
    "    load_aimo_datasets,\n",
    "    load_frames_dataset,\n",
    "    load_seal0_dataset,\n",
    "    load_simpleqa_verified_dataset,\n",
    ")\n",
    "from roma_dspy.config.manager import ConfigManager\n",
    "from roma_dspy.core.engine.solve import RecursiveSolver"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "edda6cf4",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[32m2025-11-06 10:37:19.061\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.config.manager\u001b[0m:\u001b[36mload_config\u001b[0m:\u001b[36m58\u001b[0m - \u001b[34m\u001b[1mLoading config: path=None, profile=test, overrides=None, env_prefix=ROMA_\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.062\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.config.manager\u001b[0m:\u001b[36mload_config\u001b[0m:\u001b[36m67\u001b[0m - \u001b[34m\u001b[1mInitialized empty base config (defaults applied in validation)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.069\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.config.manager\u001b[0m:\u001b[36m_load_yaml\u001b[0m:\u001b[36m131\u001b[0m - \u001b[34m\u001b[1mLoaded and cached config from config/defaults/config.yaml\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.071\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.config.manager\u001b[0m:\u001b[36mload_config\u001b[0m:\u001b[36m82\u001b[0m - \u001b[34m\u001b[1mMerged default config from config/defaults/config.yaml\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.075\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.config.manager\u001b[0m:\u001b[36m_load_yaml\u001b[0m:\u001b[36m131\u001b[0m - \u001b[34m\u001b[1mLoaded and cached config from config/profiles/test.yaml\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.084\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.config.manager\u001b[0m:\u001b[36mload_config\u001b[0m:\u001b[36m89\u001b[0m - \u001b[34m\u001b[1mApplied profile: test\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.091\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.config.manager\u001b[0m:\u001b[36mload_config\u001b[0m:\u001b[36m105\u001b[0m - \u001b[34m\u001b[1mResolved interpolations\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.092\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_register_toolkit_class\u001b[0m:\u001b[36m128\u001b[0m - \u001b[34m\u001b[1mRegistered toolkit: ArtifactToolkit\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.092\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_register_toolkit_class\u001b[0m:\u001b[36m128\u001b[0m - \u001b[34m\u001b[1mRegistered toolkit: FileToolkit\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.092\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_register_toolkit_class\u001b[0m:\u001b[36m128\u001b[0m - \u001b[34m\u001b[1mRegistered toolkit: CalculatorToolkit\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.092\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_register_toolkit_class\u001b[0m:\u001b[36m128\u001b[0m - \u001b[34m\u001b[1mRegistered toolkit: SerperToolkit\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.093\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_register_toolkit_class\u001b[0m:\u001b[36m128\u001b[0m - \u001b[34m\u001b[1mRegistered toolkit: WebSearchToolkit\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.093\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_register_toolkit_class\u001b[0m:\u001b[36m128\u001b[0m - \u001b[34m\u001b[1mRegistered toolkit: E2BToolkit\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.093\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_register_toolkit_class\u001b[0m:\u001b[36m128\u001b[0m - \u001b[34m\u001b[1mRegistered toolkit: BinanceToolkit\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.093\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_register_toolkit_class\u001b[0m:\u001b[36m128\u001b[0m - \u001b[34m\u001b[1mRegistered toolkit: CoinGeckoToolkit\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.093\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_register_toolkit_class\u001b[0m:\u001b[36m128\u001b[0m - \u001b[34m\u001b[1mRegistered toolkit: DefiLlamaToolkit\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.093\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_register_toolkit_class\u001b[0m:\u001b[36m128\u001b[0m - \u001b[34m\u001b[1mRegistered toolkit: ArkhamToolkit\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.093\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_register_toolkit_class\u001b[0m:\u001b[36m128\u001b[0m - \u001b[34m\u001b[1mRegistered toolkit: CoinglassToolkit\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.347\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_register_toolkit_class\u001b[0m:\u001b[36m128\u001b[0m - \u001b[34m\u001b[1mRegistered toolkit: MCPToolkit\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.347\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.config.manager\u001b[0m:\u001b[36mload_config\u001b[0m:\u001b[36m112\u001b[0m - \u001b[1mConfiguration loaded and validated successfully\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "config = ConfigManager().load_config(profile=\"test\")\n",
    "\n",
    "# Enable and point MLflow\n",
    "config.observability.mlflow.enabled = True\n",
    "config.observability.mlflow.tracking_uri = os.getenv(\"MLFLOW_TRACKING_URI\", \"http://127.0.0.1:5000\")\n",
    "config.observability.mlflow.experiment_name = os.getenv(\"MLFLOW_EXPERIMENT\", \"ROMA-General-Agent\")\n",
    "# Optional toggles\n",
    "config.observability.mlflow.log_traces = True\n",
    "config.observability.mlflow.log_compiles = True\n",
    "config.observability.mlflow.log_evals = True\n",
    "config.storage.postgres.enabled = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "47d86009",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[32m2025-11-06 10:37:19.351\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36mload\u001b[0m:\u001b[36m80\u001b[0m - \u001b[34m\u001b[1mLoading instructions (format=python_module)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.351\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m221\u001b[0m - \u001b[34m\u001b[1mImported module: prompt_optimization.prompts.seed_prompts.atomizer_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.352\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded Python variable: prompt_optimization.prompts.seed_prompts.atomizer_seed:ATOMIZER_PROMPT (1870 chars)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.352\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_instructions\u001b[0m:\u001b[36m201\u001b[0m - \u001b[34m\u001b[1mLoaded signature instructions for atomizer from: prompt_optimization.prompts.seed_prompts.atomizer_seed:ATOMIZER_PROMPT\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.352\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_resolve_signature\u001b[0m:\u001b[36m144\u001b[0m - \u001b[34m\u001b[1mUsing codebase signature for atomizer with custom instructions\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.353\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m107\u001b[0m - \u001b[34m\u001b[1mSuccessfully imported module: prompt_optimization.prompts.seed_prompts.atomizer_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.354\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m129\u001b[0m - \u001b[1mLoaded 6 demos from prompt_optimization.prompts.seed_prompts.atomizer_seed:ATOMIZER_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.354\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_demos\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded 6 demos for atomizer from: prompt_optimization.prompts.seed_prompts.atomizer_seed:ATOMIZER_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.354\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36m_init_from_config\u001b[0m:\u001b[36m116\u001b[0m - \u001b[34m\u001b[1mCreated CHATAdapter with native_function_calling=False\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.355\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36mcreate_agent\u001b[0m:\u001b[36m99\u001b[0m - \u001b[1mCreated atomizer agent (task_type=default, signature=default, demos=6)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.355\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.registry.agent_registry\u001b[0m:\u001b[36mregister_agent\u001b[0m:\u001b[36m180\u001b[0m - \u001b[34m\u001b[1mRegistered atomizer instance #1 (task_type=default)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.355\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36mload\u001b[0m:\u001b[36m80\u001b[0m - \u001b[34m\u001b[1mLoading instructions (format=python_module)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.355\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m221\u001b[0m - \u001b[34m\u001b[1mImported module: prompt_optimization.prompts.seed_prompts.planner_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.356\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded Python variable: prompt_optimization.prompts.seed_prompts.planner_seed:PLANNER_PROMPT (3009 chars)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.356\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_instructions\u001b[0m:\u001b[36m201\u001b[0m - \u001b[34m\u001b[1mLoaded signature instructions for planner from: prompt_optimization.prompts.seed_prompts.planner_seed:PLANNER_PROMPT\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.356\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_resolve_signature\u001b[0m:\u001b[36m144\u001b[0m - \u001b[34m\u001b[1mUsing codebase signature for planner with custom instructions\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.356\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m107\u001b[0m - \u001b[34m\u001b[1mSuccessfully imported module: prompt_optimization.prompts.seed_prompts.planner_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.357\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m129\u001b[0m - \u001b[1mLoaded 4 demos from prompt_optimization.prompts.seed_prompts.planner_seed:PLANNER_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.357\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_demos\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded 4 demos for planner from: prompt_optimization.prompts.seed_prompts.planner_seed:PLANNER_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.357\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36m_init_from_config\u001b[0m:\u001b[36m116\u001b[0m - \u001b[34m\u001b[1mCreated CHATAdapter with native_function_calling=False\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.358\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36mcreate_agent\u001b[0m:\u001b[36m99\u001b[0m - \u001b[1mCreated planner agent (task_type=default, signature=default, demos=4)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.358\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.registry.agent_registry\u001b[0m:\u001b[36mregister_agent\u001b[0m:\u001b[36m180\u001b[0m - \u001b[34m\u001b[1mRegistered planner instance #2 (task_type=default)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.358\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36mload\u001b[0m:\u001b[36m80\u001b[0m - \u001b[34m\u001b[1mLoading instructions (format=python_module)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.359\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m221\u001b[0m - \u001b[34m\u001b[1mImported module: prompt_optimization.prompts.seed_prompts.executor_retrieve_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.359\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded Python variable: prompt_optimization.prompts.seed_prompts.executor_retrieve_seed:EXECUTOR_RETRIEVE_PROMPT (2855 chars)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.359\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_instructions\u001b[0m:\u001b[36m201\u001b[0m - \u001b[34m\u001b[1mLoaded signature instructions for executor from: prompt_optimization.prompts.seed_prompts.executor_retrieve_seed:EXECUTOR_RETRIEVE_PROMPT\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.360\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_resolve_signature\u001b[0m:\u001b[36m144\u001b[0m - \u001b[34m\u001b[1mUsing codebase signature for executor with custom instructions\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.360\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m107\u001b[0m - \u001b[34m\u001b[1mSuccessfully imported module: prompt_optimization.prompts.seed_prompts.executor_retrieve_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.360\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m129\u001b[0m - \u001b[1mLoaded 12 demos from prompt_optimization.prompts.seed_prompts.executor_retrieve_seed:EXECUTOR_RETRIEVE_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.360\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_demos\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded 12 demos for executor from: prompt_optimization.prompts.seed_prompts.executor_retrieve_seed:EXECUTOR_RETRIEVE_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.360\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36m_init_from_config\u001b[0m:\u001b[36m116\u001b[0m - \u001b[34m\u001b[1mCreated CHATAdapter with native_function_calling=False\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.361\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36mcreate_agent\u001b[0m:\u001b[36m99\u001b[0m - \u001b[1mCreated executor agent (task_type=RETRIEVE, signature=default, demos=12)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.361\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.registry.agent_registry\u001b[0m:\u001b[36mregister_agent\u001b[0m:\u001b[36m180\u001b[0m - \u001b[34m\u001b[1mRegistered executor instance #3 (task_type=RETRIEVE)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.361\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36mload\u001b[0m:\u001b[36m80\u001b[0m - \u001b[34m\u001b[1mLoading instructions (format=python_module)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.362\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m221\u001b[0m - \u001b[34m\u001b[1mImported module: prompt_optimization.prompts.seed_prompts.executor_think_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.363\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded Python variable: prompt_optimization.prompts.seed_prompts.executor_think_seed:EXECUTOR_THINK_PROMPT (2778 chars)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.363\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_instructions\u001b[0m:\u001b[36m201\u001b[0m - \u001b[34m\u001b[1mLoaded signature instructions for executor from: prompt_optimization.prompts.seed_prompts.executor_think_seed:EXECUTOR_THINK_PROMPT\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.364\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_resolve_signature\u001b[0m:\u001b[36m144\u001b[0m - \u001b[34m\u001b[1mUsing codebase signature for executor with custom instructions\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.364\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m107\u001b[0m - \u001b[34m\u001b[1mSuccessfully imported module: prompt_optimization.prompts.seed_prompts.executor_think_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.365\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m129\u001b[0m - \u001b[1mLoaded 6 demos from prompt_optimization.prompts.seed_prompts.executor_think_seed:EXECUTOR_THINK_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.365\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_demos\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded 6 demos for executor from: prompt_optimization.prompts.seed_prompts.executor_think_seed:EXECUTOR_THINK_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.365\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36m_init_from_config\u001b[0m:\u001b[36m116\u001b[0m - \u001b[34m\u001b[1mCreated CHATAdapter with native_function_calling=False\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.365\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36mcreate_agent\u001b[0m:\u001b[36m99\u001b[0m - \u001b[1mCreated executor agent (task_type=THINK, signature=default, demos=6)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.366\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.registry.agent_registry\u001b[0m:\u001b[36mregister_agent\u001b[0m:\u001b[36m180\u001b[0m - \u001b[34m\u001b[1mRegistered executor instance #4 (task_type=THINK)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.366\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36mload\u001b[0m:\u001b[36m80\u001b[0m - \u001b[34m\u001b[1mLoading instructions (format=python_module)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.367\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m221\u001b[0m - \u001b[34m\u001b[1mImported module: prompt_optimization.prompts.seed_prompts.executor_write_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.367\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded Python variable: prompt_optimization.prompts.seed_prompts.executor_write_seed:EXECUTOR_WRITE_PROMPT (3103 chars)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.367\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_instructions\u001b[0m:\u001b[36m201\u001b[0m - \u001b[34m\u001b[1mLoaded signature instructions for executor from: prompt_optimization.prompts.seed_prompts.executor_write_seed:EXECUTOR_WRITE_PROMPT\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.368\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_resolve_signature\u001b[0m:\u001b[36m144\u001b[0m - \u001b[34m\u001b[1mUsing codebase signature for executor with custom instructions\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.368\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m107\u001b[0m - \u001b[34m\u001b[1mSuccessfully imported module: prompt_optimization.prompts.seed_prompts.executor_write_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.368\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m129\u001b[0m - \u001b[1mLoaded 6 demos from prompt_optimization.prompts.seed_prompts.executor_write_seed:EXECUTOR_WRITE_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.369\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_demos\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded 6 demos for executor from: prompt_optimization.prompts.seed_prompts.executor_write_seed:EXECUTOR_WRITE_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.369\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36m_init_from_config\u001b[0m:\u001b[36m116\u001b[0m - \u001b[34m\u001b[1mCreated CHATAdapter with native_function_calling=False\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.369\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36mcreate_agent\u001b[0m:\u001b[36m99\u001b[0m - \u001b[1mCreated executor agent (task_type=WRITE, signature=default, demos=6)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.369\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.registry.agent_registry\u001b[0m:\u001b[36mregister_agent\u001b[0m:\u001b[36m180\u001b[0m - \u001b[34m\u001b[1mRegistered executor instance #5 (task_type=WRITE)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.369\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36mload\u001b[0m:\u001b[36m80\u001b[0m - \u001b[34m\u001b[1mLoading instructions (format=python_module)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.369\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m221\u001b[0m - \u001b[34m\u001b[1mImported module: prompt_optimization.prompts.seed_prompts.executor_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.369\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded Python variable: prompt_optimization.prompts.seed_prompts.executor_seed:EXECUTOR_PROMPT (1782 chars)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.370\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_instructions\u001b[0m:\u001b[36m201\u001b[0m - \u001b[34m\u001b[1mLoaded signature instructions for executor from: prompt_optimization.prompts.seed_prompts.executor_seed:EXECUTOR_PROMPT\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.370\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_resolve_signature\u001b[0m:\u001b[36m144\u001b[0m - \u001b[34m\u001b[1mUsing codebase signature for executor with custom instructions\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.370\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m107\u001b[0m - \u001b[34m\u001b[1mSuccessfully imported module: prompt_optimization.prompts.seed_prompts.executor_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.370\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m129\u001b[0m - \u001b[1mLoaded 4 demos from prompt_optimization.prompts.seed_prompts.executor_seed:EXECUTOR_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.371\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_demos\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded 4 demos for executor from: prompt_optimization.prompts.seed_prompts.executor_seed:EXECUTOR_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.371\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36m_init_from_config\u001b[0m:\u001b[36m116\u001b[0m - \u001b[34m\u001b[1mCreated CHATAdapter with native_function_calling=False\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.371\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36mcreate_agent\u001b[0m:\u001b[36m99\u001b[0m - \u001b[1mCreated executor agent (task_type=default, signature=default, demos=4)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.371\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.registry.agent_registry\u001b[0m:\u001b[36mregister_agent\u001b[0m:\u001b[36m180\u001b[0m - \u001b[34m\u001b[1mRegistered executor instance #6 (task_type=default)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.371\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36mload\u001b[0m:\u001b[36m80\u001b[0m - \u001b[34m\u001b[1mLoading instructions (format=python_module)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.371\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m221\u001b[0m - \u001b[34m\u001b[1mImported module: prompt_optimization.prompts.seed_prompts.aggregator_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.371\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded Python variable: prompt_optimization.prompts.seed_prompts.aggregator_seed:AGGREGATOR_PROMPT (2429 chars)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.372\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_instructions\u001b[0m:\u001b[36m201\u001b[0m - \u001b[34m\u001b[1mLoaded signature instructions for aggregator from: prompt_optimization.prompts.seed_prompts.aggregator_seed:AGGREGATOR_PROMPT\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.372\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_resolve_signature\u001b[0m:\u001b[36m144\u001b[0m - \u001b[34m\u001b[1mUsing codebase signature for aggregator with custom instructions\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.372\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m107\u001b[0m - \u001b[34m\u001b[1mSuccessfully imported module: prompt_optimization.prompts.seed_prompts.aggregator_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.373\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m129\u001b[0m - \u001b[1mLoaded 0 demos from prompt_optimization.prompts.seed_prompts.aggregator_seed:AGGREGATOR_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.373\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_demos\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded 0 demos for aggregator from: prompt_optimization.prompts.seed_prompts.aggregator_seed:AGGREGATOR_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.373\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36m_init_from_config\u001b[0m:\u001b[36m116\u001b[0m - \u001b[34m\u001b[1mCreated CHATAdapter with native_function_calling=False\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.373\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36mcreate_agent\u001b[0m:\u001b[36m99\u001b[0m - \u001b[1mCreated aggregator agent (task_type=default, signature=default, demos=0)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.374\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.registry.agent_registry\u001b[0m:\u001b[36mregister_agent\u001b[0m:\u001b[36m180\u001b[0m - \u001b[34m\u001b[1mRegistered aggregator instance #7 (task_type=default)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.374\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36mload\u001b[0m:\u001b[36m80\u001b[0m - \u001b[34m\u001b[1mLoading instructions (format=python_module)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.374\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m221\u001b[0m - \u001b[34m\u001b[1mImported module: prompt_optimization.prompts.seed_prompts.verifier_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.374\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.instruction_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded Python variable: prompt_optimization.prompts.seed_prompts.verifier_seed:VERIFIER_PROMPT (3995 chars)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.374\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_instructions\u001b[0m:\u001b[36m201\u001b[0m - \u001b[34m\u001b[1mLoaded signature instructions for verifier from: prompt_optimization.prompts.seed_prompts.verifier_seed:VERIFIER_PROMPT\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.375\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_resolve_signature\u001b[0m:\u001b[36m144\u001b[0m - \u001b[34m\u001b[1mUsing codebase signature for verifier with custom instructions\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.375\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m107\u001b[0m - \u001b[34m\u001b[1mSuccessfully imported module: prompt_optimization.prompts.seed_prompts.verifier_seed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.375\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.utils.demo_loader\u001b[0m:\u001b[36m_load_python\u001b[0m:\u001b[36m129\u001b[0m - \u001b[1mLoaded 11 demos from prompt_optimization.prompts.seed_prompts.verifier_seed:VERIFIER_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.375\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36m_load_demos\u001b[0m:\u001b[36m242\u001b[0m - \u001b[34m\u001b[1mLoaded 11 demos for verifier from: prompt_optimization.prompts.seed_prompts.verifier_seed:VERIFIER_DEMOS\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.375\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36m_init_from_config\u001b[0m:\u001b[36m116\u001b[0m - \u001b[34m\u001b[1mCreated CHATAdapter with native_function_calling=False\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.376\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.factory.agent_factory\u001b[0m:\u001b[36mcreate_agent\u001b[0m:\u001b[36m99\u001b[0m - \u001b[1mCreated verifier agent (task_type=default, signature=default, demos=11)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.376\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.registry.agent_registry\u001b[0m:\u001b[36mregister_agent\u001b[0m:\u001b[36m180\u001b[0m - \u001b[34m\u001b[1mRegistered verifier instance #8 (task_type=default)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.376\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.registry.agent_registry\u001b[0m:\u001b[36minitialize_from_config\u001b[0m:\u001b[36m104\u001b[0m - \u001b[1mInitialized registry with 8 agents. Task-specific: 3, Defaults: 5\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.377\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.observability.mlflow_manager\u001b[0m:\u001b[36minitialize\u001b[0m:\u001b[36m95\u001b[0m - \u001b[1mMLflow tracking URI set to: http://127.0.0.1:5000\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.389\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.mlflow_manager\u001b[0m:\u001b[36m_check_connectivity\u001b[0m:\u001b[36m60\u001b[0m - \u001b[34m\u001b[1mMLflow reachable via HEAD http://127.0.0.1:5000 -> 200\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.427\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mroma_dspy.core.observability.mlflow_manager\u001b[0m:\u001b[36m_ensure_experiment\u001b[0m:\u001b[36m159\u001b[0m - \u001b[33m\u001b[1mExperiment 'ROMA-DSPy' uses legacy artifact location: mlflow-artifacts:/2. Consider migrating to S3 storage for consistency.\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.428\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.observability.mlflow_manager\u001b[0m:\u001b[36m_ensure_experiment\u001b[0m:\u001b[36m164\u001b[0m - \u001b[1mMLflow experiment set to: ROMA-DSPy (artifact_location: mlflow-artifacts:/2)\u001b[0m\n",
      "2025/11/06 10:37:19 WARNING mlflow.utils.autologging_utils: MLflow dspy autologging is known to be compatible with 2.5.17 <= dspy, but the installed version is 3.0.4b1. If you encounter errors during autologging, try upgrading / downgrading dspy to a compatible version, or try upgrading MLflow.\n",
      "\u001b[32m2025-11-06 10:37:19.457\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.observability.mlflow_manager\u001b[0m:\u001b[36minitialize\u001b[0m:\u001b[36m115\u001b[0m - \u001b[1mMLflow DSPy autolog enabled\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.458\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.observability.mlflow_manager\u001b[0m:\u001b[36minitialize\u001b[0m:\u001b[36m124\u001b[0m - \u001b[1mROMA tool span enhancement callback registered\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.458\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.observability.mlflow_manager\u001b[0m:\u001b[36minitialize\u001b[0m:\u001b[36m129\u001b[0m - \u001b[1mMLflow tracing initialized successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.458\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.span_manager\u001b[0m:\u001b[36m_is_tracking_endpoint_supported\u001b[0m:\u001b[36m119\u001b[0m - \u001b[34m\u001b[1mMLflow span logging disabled via ROMA_DISABLE_MLFLOW_SPANS environment flag\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.458\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.observability.span_manager\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m108\u001b[0m - \u001b[1mMLflow span logging disabled - tracking endpoint unavailable\u001b[0m\n",
      "\u001b[32m2025-11-06 10:37:19.507\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36m_configure_dspy_cache\u001b[0m:\u001b[36m246\u001b[0m - \u001b[1mDSPy cache configured: disk=True, memory=True, dir=.cache/dspy\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "solver = RecursiveSolver(config=config)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "38cbff93",
   "metadata": {},
   "outputs": [],
   "source": [
    "dataset = load_seal0_dataset(no_split=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "c63eb603",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[32m2025-11-06 10:38:03.980\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36masync_solve\u001b[0m:\u001b[36m358\u001b[0m - \u001b[34m\u001b[1mStarting async_solve for task: What is the smallest cube number which can be expressed as the sum of two different positive cube numbers in two different ways?\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:03.982\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.storage.file_storage\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m115\u001b[0m - \u001b[1mInitialized FileStorage for execution: c34632d9-ab05-4ac8-bf13-a0a8b3956273 at /opt/sentient/executions/c34632d9-ab05-4ac8-bf13-a0a8b3956273\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:03.983\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36m_initialize_task_and_dag\u001b[0m:\u001b[36m754\u001b[0m - \u001b[34m\u001b[1mInitialized context system with execution_id: c34632d9-ab05-4ac8-bf13-a0a8b3956273\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:03.985\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.execution_manager\u001b[0m:\u001b[36m_configure_dspy_tracing\u001b[0m:\u001b[36m238\u001b[0m - \u001b[34m\u001b[1mConfigured DSPy settings with execution_id: c34632d9 in thread 8569299136\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:03.985\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.execution_manager\u001b[0m:\u001b[36m_configure_dspy_tracing\u001b[0m:\u001b[36m253\u001b[0m - \u001b[34m\u001b[1mNo active MLflow trace yet for c34632d9, metadata will be set later\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:03.985\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36msetup_for_execution\u001b[0m:\u001b[36m721\u001b[0m - \u001b[34m\u001b[1msetup_for_execution called (legacy no-op - toolkits initialized per-agent)\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/store/tracking/rest_store.py:329: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  req_body = message_to_json(\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/store/tracking/rest_store.py:841: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  req_body = message_to_json(\n",
      "\u001b[32m2025-11-06 10:38:04.127\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.mlflow_manager\u001b[0m:\u001b[36mtrace_execution\u001b[0m:\u001b[36m389\u001b[0m - \u001b[34m\u001b[1mSet MLflow tags for execution: c34632d9-ab05-4ac8-bf13-a0a8b3956273\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:04.134\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_103804_133984_545d9c81 triggered by execution_start\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:04.135\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_103804_133984_545d9c81 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:04.135\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36m_async_solve_internal\u001b[0m:\u001b[36m478\u001b[0m - \u001b[34m\u001b[1mCreated initial checkpoint: checkpoint_20251106_103804_133984_545d9c81\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:04.136\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mstart_periodic_checkpoints\u001b[0m:\u001b[36m401\u001b[0m - \u001b[1mStarting periodic checkpoints every 30.0s (after 10.0s warmup)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:04.136\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36m_async_execute_state_machine\u001b[0m:\u001b[36m777\u001b[0m - \u001b[34m\u001b[1mAsync atomizing task: What is the smallest cube number which can be expr...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:04.136\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: f36cb07d...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:04.136\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.registry.agent_registry\u001b[0m:\u001b[36mget_agent\u001b[0m:\u001b[36m226\u001b[0m - \u001b[34m\u001b[1mRegistry fallback: atomizer instance #1, requested=THINK, using default\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:04.136\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m268\u001b[0m - \u001b[34m\u001b[1mModuleRuntime._async_execute_module async starting | args_count=2 | kwargs=['goal', 'context', 'dspy_context']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:04.137\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36maforward\u001b[0m:\u001b[36m349\u001b[0m - \u001b[34m\u001b[1mSetting adapter in context: ChatAdapter (native_fc=False)\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/aiohttp/connector.py:963: DeprecationWarning: enable_cleanup_closed ignored because https://github.com/python/cpython/pull/118960 is fixed in Python version sys.version_info(major=3, minor=12, micro=9, releaselevel='final', serial=0)\n",
      "  super().__init__(\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/store/tracking/rest_store.py:358: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  req_body = message_to_json(StartTraceV3(trace=trace.to_proto()))\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/utils/proto_json_utils.py:121: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  json_dict_with_int64_fields_only = _mark_int64_fields(message)\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/utils/proto_json_utils.py:76: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  else ftype(value)\n",
      "\u001b[32m2025-11-06 10:38:06.241\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m283\u001b[0m - \u001b[1mModuleRuntime._async_execute_module async completed | duration=2.10s\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:06.242\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mscan_execution_directory\u001b[0m:\u001b[36m123\u001b[0m - \u001b[1mFilesystem scan found 0 new file(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:06.242\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: f36cb07d...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:06.243\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: f36cb07d...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:06.243\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: f36cb07d...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:06.243\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36m_async_execute_state_machine\u001b[0m:\u001b[36m784\u001b[0m - \u001b[34m\u001b[1mAsync planning task: What is the smallest cube number which can be expr...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:06.244\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.registry.agent_registry\u001b[0m:\u001b[36mget_agent\u001b[0m:\u001b[36m226\u001b[0m - \u001b[34m\u001b[1mRegistry fallback: planner instance #2, requested=THINK, using default\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:06.244\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.query_service\u001b[0m:\u001b[36mget_all_artifacts\u001b[0m:\u001b[36m105\u001b[0m - \u001b[34m\u001b[1mRetrieved 0 artifacts in FULL mode\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:06.244\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m268\u001b[0m - \u001b[34m\u001b[1mModuleRuntime._async_execute_module async starting | args_count=2 | kwargs=['goal', 'context', 'dspy_context']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:06.245\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36maforward\u001b[0m:\u001b[36m349\u001b[0m - \u001b[34m\u001b[1mSetting adapter in context: ChatAdapter (native_fc=False)\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/store/tracking/rest_store.py:358: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  req_body = message_to_json(StartTraceV3(trace=trace.to_proto()))\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/utils/proto_json_utils.py:121: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  json_dict_with_int64_fields_only = _mark_int64_fields(message)\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/utils/proto_json_utils.py:76: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  else ftype(value)\n",
      "\u001b[32m2025-11-06 10:38:12.071\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m283\u001b[0m - \u001b[1mModuleRuntime._async_execute_module async completed | duration=5.83s\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.072\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mscan_execution_directory\u001b[0m:\u001b[36m123\u001b[0m - \u001b[1mFilesystem scan found 0 new file(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.073\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: f36cb07d...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.073\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: e629a6cb...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.073\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: 87fda655...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.074\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.dag\u001b[0m:\u001b[36m_validate_dag_integrity\u001b[0m:\u001b[36m126\u001b[0m - \u001b[34m\u001b[1mDAG contains disconnected components (parallel tasks)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.074\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.dag\u001b[0m:\u001b[36mcreate_subgraph\u001b[0m:\u001b[36m344\u001b[0m - \u001b[34m\u001b[1m[create_subgraph] Subtask IDs in subgraph: ['e629a6cb', '87fda655']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.074\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.dag\u001b[0m:\u001b[36mcreate_subgraph\u001b[0m:\u001b[36m345\u001b[0m - \u001b[34m\u001b[1m[create_subgraph] Raw dependencies: {'87fda655-d4f0-47e2-a34e-13467f276e59': ['e629a6cb-9339-44da-ac76-534fa6796053']}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.075\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.dag\u001b[0m:\u001b[36mcreate_subgraph\u001b[0m:\u001b[36m364\u001b[0m - \u001b[34m\u001b[1m[create_subgraph] Adding dependencies for 87fda655...: ['e629a6cb']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.075\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: 87fda655...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.075\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: f36cb07d...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.075\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: f36cb07d...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.075\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: f36cb07d...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.076\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_103804_133984_545d9c81_after_plan triggered by after_planning\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.078\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_103804_133984_545d9c81_after_plan created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.078\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_103804_133984_545d9c81_before_agg triggered by before_aggregation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.080\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_103804_133984_545d9c81_before_agg created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.080\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_103812_080412_37aca315 triggered by execution_start\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.081\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_103812_080412_37aca315 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.081\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36m_async_solve_internal\u001b[0m:\u001b[36m478\u001b[0m - \u001b[34m\u001b[1mCreated initial checkpoint: checkpoint_20251106_103812_080412_37aca315\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.081\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mstart_periodic_checkpoints\u001b[0m:\u001b[36m398\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoints already running, skipping duplicate start\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.081\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36m_async_execute_state_machine\u001b[0m:\u001b[36m772\u001b[0m - \u001b[34m\u001b[1mForce executing task at max depth: 1\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.082\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: e629a6cb...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.082\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: e629a6cb...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.082\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.registry.agent_registry\u001b[0m:\u001b[36mget_agent\u001b[0m:\u001b[36m215\u001b[0m - \u001b[34m\u001b[1mRegistry hit: executor instance #4, task_type=THINK\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.082\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m458\u001b[0m - \u001b[34m\u001b[1m[CACHE CHECK] WebSearchToolkit | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:WebSearchToolkit:65b1524b76be1e6a | config_hash=65b1524b76be1e6a | toolkit_config={'model': 'openai/gpt-5-mini', 'search_context_size': 'high', 'temperature': 1.0, 'max_tokens': '***REDACTED***'} | cache_size=0\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.083\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m504\u001b[0m - \u001b[34m\u001b[1m[CACHE MISS] WebSearchToolkit not in cache. Current cache keys: []\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.083\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.utils.storage\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m96\u001b[0m - \u001b[34m\u001b[1mInitialized DataStorage for websearch (threshold: 1000KB, execution: c34632d9-ab05-4ac8-bf13-a0a8b3956273)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.083\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[WebSearchToolkit] Registered tool: web_search (with metrics tracking)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.084\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m226\u001b[0m - \u001b[1mInitialized WebSearchToolkit: model=openai/gpt-5-mini, provider=openai, engine=exa, max_results=10\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.084\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m568\u001b[0m - \u001b[1m[CACHE CREATE] Created and cached WebSearchToolkit | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:WebSearchToolkit:65b1524b76be1e6a | cache_size=1\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.084\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_track_toolkit_event\u001b[0m:\u001b[36m258\u001b[0m - \u001b[34m\u001b[1mTracked create event for WebSearchToolkit (duration=0.8ms, success=True)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.084\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m458\u001b[0m - \u001b[34m\u001b[1m[CACHE CHECK] FileToolkit | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:FileToolkit:7770b2d6945988b9 | config_hash=7770b2d6945988b9 | toolkit_config={'enable_delete': False, 'max_file_size': 10485760} | cache_size=1\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.084\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m504\u001b[0m - \u001b[34m\u001b[1m[CACHE MISS] FileToolkit not in cache. Current cache keys: ['c34632d9-ab05-4ac8-bf13-a0a8b3956273:WebSearchToolkit:65b1524b76be1e6a']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.084\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.utils.storage\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m96\u001b[0m - \u001b[34m\u001b[1mInitialized DataStorage for file (threshold: 1000KB, execution: c34632d9-ab05-4ac8-bf13-a0a8b3956273)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.085\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[FileToolkit] Using execution-scoped directory: /opt/sentient/executions/c34632d9-ab05-4ac8-bf13-a0a8b3956273\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.085\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[FileToolkit] Registered tool: search_files (with metrics tracking)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.085\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[FileToolkit] Registered tool: create_directory (with metrics tracking)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.085\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[FileToolkit] Registered tool: save_file (with metrics tracking)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.086\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[FileToolkit] Registered tool: list_files (with metrics tracking)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.086\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[FileToolkit] Registered tool: read_file (with metrics tracking)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.086\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m568\u001b[0m - \u001b[1m[CACHE CREATE] Created and cached FileToolkit | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:FileToolkit:7770b2d6945988b9 | cache_size=2\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.086\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_track_toolkit_event\u001b[0m:\u001b[36m258\u001b[0m - \u001b[34m\u001b[1mTracked create event for FileToolkit (duration=1.4ms, success=True)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.086\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m623\u001b[0m - \u001b[1mToolkit cache stats for c34632d9-ab05-4ac8-bf13-a0a8b3956273: created=2, reused=0, hit_rate=0.0%, total_tools=6\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.087\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.query_service\u001b[0m:\u001b[36mget_all_artifacts\u001b[0m:\u001b[36m105\u001b[0m - \u001b[34m\u001b[1mRetrieved 0 artifacts in FULL mode\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.087\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m268\u001b[0m - \u001b[34m\u001b[1mModuleRuntime._async_execute_module async starting | args_count=2 | kwargs=['goal', 'context', 'dspy_context']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.087\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m458\u001b[0m - \u001b[34m\u001b[1m[CACHE CHECK] ArtifactToolkit | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:ArtifactToolkit:b7b0fd2545f0f8d9 | config_hash=b7b0fd2545f0f8d9 | toolkit_config={} | cache_size=2\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.088\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m504\u001b[0m - \u001b[34m\u001b[1m[CACHE MISS] ArtifactToolkit not in cache. Current cache keys: ['c34632d9-ab05-4ac8-bf13-a0a8b3956273:WebSearchToolkit:65b1524b76be1e6a', 'c34632d9-ab05-4ac8-bf13-a0a8b3956273:FileToolkit:7770b2d6945988b9']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.088\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.utils.storage\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m96\u001b[0m - \u001b[34m\u001b[1mInitialized DataStorage for artifact (threshold: 1000KB, execution: c34632d9-ab05-4ac8-bf13-a0a8b3956273)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.088\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m78\u001b[0m - \u001b[33m\u001b[1mpython-magic not available, MIME detection will use fallback\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.088\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.core.artifact_toolkit\u001b[0m:\u001b[36m_initialize_tools\u001b[0m:\u001b[36m58\u001b[0m - \u001b[34m\u001b[1mInitialized ArtifactToolkit\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.089\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[ArtifactToolkit] Registered tool: register_artifact (with metrics tracking)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.089\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m568\u001b[0m - \u001b[1m[CACHE CREATE] Created and cached ArtifactToolkit | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:ArtifactToolkit:b7b0fd2545f0f8d9 | cache_size=3\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.089\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_track_toolkit_event\u001b[0m:\u001b[36m258\u001b[0m - \u001b[34m\u001b[1mTracked create event for ArtifactToolkit (duration=0.8ms, success=True)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.089\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m458\u001b[0m - \u001b[34m\u001b[1m[CACHE CHECK] WebSearchToolkit | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:WebSearchToolkit:65b1524b76be1e6a | config_hash=65b1524b76be1e6a | toolkit_config={'model': 'openai/gpt-5-mini', 'search_context_size': 'high', 'temperature': 1.0, 'max_tokens': '***REDACTED***'} | cache_size=3\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.089\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m487\u001b[0m - \u001b[34m\u001b[1m[CACHE REUSE] Subsequent fetch for c34632d9-ab05-4ac8-bf13-a0a8b3956273 | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:WebSearchToolkit:65b1524b76be1e6a | refcount=1 (not incremented)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.089\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_track_toolkit_event\u001b[0m:\u001b[36m258\u001b[0m - \u001b[34m\u001b[1mTracked cache_hit event for WebSearchToolkit (duration=0.0ms, success=True)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.090\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m458\u001b[0m - \u001b[34m\u001b[1m[CACHE CHECK] FileToolkit | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:FileToolkit:7770b2d6945988b9 | config_hash=7770b2d6945988b9 | toolkit_config={'enable_delete': False, 'max_file_size': 10485760} | cache_size=3\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.090\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m487\u001b[0m - \u001b[34m\u001b[1m[CACHE REUSE] Subsequent fetch for c34632d9-ab05-4ac8-bf13-a0a8b3956273 | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:FileToolkit:7770b2d6945988b9 | refcount=1 (not incremented)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.090\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_track_toolkit_event\u001b[0m:\u001b[36m258\u001b[0m - \u001b[34m\u001b[1mTracked cache_hit event for FileToolkit (duration=0.0ms, success=True)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.090\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m623\u001b[0m - \u001b[1mToolkit cache stats for c34632d9-ab05-4ac8-bf13-a0a8b3956273: created=1, reused=2, hit_rate=66.7%, total_tools=7\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.098\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36m_update_predictor_tools\u001b[0m:\u001b[36m569\u001b[0m - \u001b[34m\u001b[1mInitialized ReAct predictor with 7 custom tools + finish tool\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.198\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36m_patch_finish_tool\u001b[0m:\u001b[36m644\u001b[0m - \u001b[34m\u001b[1mPatched finish tool to accept **kwargs (has_kwargs=True)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:12.198\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36maforward\u001b[0m:\u001b[36m349\u001b[0m - \u001b[34m\u001b[1mSetting adapter in context: ChatAdapter (native_fc=False)\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:38:14.212\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m437\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint loop started for execution c34632d9-ab05-4ac8-bf13-a0a8b3956273\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:16.779\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:16.780\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m332\u001b[0m - \u001b[1mExecuting web search: query='smallest cube number sum of two cubes in two different ways taxicab number Ramanujan Hardy...', max_results=10\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/aiohttp/connector.py:963: DeprecationWarning: enable_cleanup_closed ignored because https://github.com/python/cpython/pull/118960 is fixed in Python version sys.version_info(major=3, minor=12, micro=9, releaselevel='final', serial=0)\n",
      "  super().__init__(\n",
      "\u001b[32m2025-11-06 10:38:44.212\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_103844_212663_2e8c1bee triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:44.216\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_103844_212663_2e8c1bee created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:44.217\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_103844_212663_2e8c1bee\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:50.473\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m557\u001b[0m - \u001b[34m\u001b[1mFound 2 annotations to process\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:50.474\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:50.474\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://en.wikipedia.org/wiki/1729_%28number%29?utm_source=openai', 'title': '1729 (number)'}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:50.474\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:50.475\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://meangreenmath.com/2016/04/13/1729/?utm_source=openai', 'title': '1729 – Mean Green Math'}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:50.475\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m587\u001b[0m - \u001b[34m\u001b[1mParsed OpenAI response: 444 chars, 2 citations\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:50.475\u001b[0m | \u001b[32m\u001b[1mSUCCESS \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m397\u001b[0m - \u001b[32m\u001b[1mWeb search completed: 444 chars, 2 citations\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:50.476\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m413\u001b[0m - \u001b[34m\u001b[1mAdding 2 citations to response: [{'url': 'https://en.wikipedia.org/wiki/1729_%28number%29?utm_source=openai', 'title': '1729 (number)'}, {'url': 'https://meangreenmath.com/2016/04/13/1729/?utm_source=openai', 'title': '1729 – Mean Green Math'}]\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:50.476\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m418\u001b[0m - \u001b[34m\u001b[1mFinal response keys: ['success', 'timestamp', 'toolkit', 'tool', 'execution_id', 'query', 'model', 'provider', 'data', 'citations']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:50.476\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m369\u001b[0m - \u001b[34m\u001b[1mTool invoked: WebSearchToolkit.web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:50.489\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:38:50.490\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for web_search\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:39:07.965\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:07.968\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[FileToolkit] Successfully saved 2500 characters to 'temp/find_cube_sum.py'\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:07.968\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36msync_wrapper\u001b[0m:\u001b[36m477\u001b[0m - \u001b[34m\u001b[1mTool invoked: FileToolkit.save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:07.977\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:07.978\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:07.996\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m78\u001b[0m - \u001b[33m\u001b[1mpython-magic not available, MIME detection will use fallback\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/src/roma_dspy/tools/metrics/artifact_detector.py:173: DeprecationWarning: datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC).\n",
      "  timestamp = datetime.utcnow().strftime(\"%Y-%m-%d %H:%M:%S UTC\")\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:39:08.000\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36mbuild\u001b[0m:\u001b[36m168\u001b[0m - \u001b[34m\u001b[1mBuilt artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:08.000\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_registry\u001b[0m:\u001b[36mregister_batch\u001b[0m:\u001b[36m195\u001b[0m - \u001b[1mBatch registered 1 artifact(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:08.000\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m332\u001b[0m - \u001b[1mAuto-registered artifact with rich metadata: find_cube_sum\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:08.001\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m343\u001b[0m - \u001b[1mBatch auto-registered 1 artifact(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:13.841\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:13.843\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m332\u001b[0m - \u001b[1mExecuting web search: query='smallest perfect cube that is sum of two cubes in two different ways N^3 = a^3 + b^3 = c^3 + d^3...', max_results=10\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:14.218\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_103914_218182_197ccaf8 triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:14.225\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_103914_218182_197ccaf8 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:14.226\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_103914_218182_197ccaf8\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:44.227\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_103944_227056_fd2ae2fb triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:44.233\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_103944_227056_fd2ae2fb created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:39:44.233\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_103944_227056_fd2ae2fb\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:14.233\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104014_233608_172529aa triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:14.238\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104014_233608_172529aa created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:14.238\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104014_233608_172529aa\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:30.365\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m557\u001b[0m - \u001b[34m\u001b[1mFound 1 annotations to process\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:30.366\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:30.366\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://en.wikipedia.org/wiki/Fermat%27s_Last_Theorem?utm_source=openai', 'title': \"Fermat's Last Theorem\"}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:30.366\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m587\u001b[0m - \u001b[34m\u001b[1mParsed OpenAI response: 830 chars, 1 citations\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:30.366\u001b[0m | \u001b[32m\u001b[1mSUCCESS \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m397\u001b[0m - \u001b[32m\u001b[1mWeb search completed: 830 chars, 1 citations\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:30.366\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m413\u001b[0m - \u001b[34m\u001b[1mAdding 1 citations to response: [{'url': 'https://en.wikipedia.org/wiki/Fermat%27s_Last_Theorem?utm_source=openai', 'title': \"Fermat's Last Theorem\"}]\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:30.366\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m418\u001b[0m - \u001b[34m\u001b[1mFinal response keys: ['success', 'timestamp', 'toolkit', 'tool', 'execution_id', 'query', 'model', 'provider', 'data', 'citations']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:30.367\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m369\u001b[0m - \u001b[34m\u001b[1mTool invoked: WebSearchToolkit.web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:30.377\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:30.378\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for web_search\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:40:37.137\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:37.139\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m332\u001b[0m - \u001b[1mExecuting web search: query='Fermat Last Theorem n=3 proof Euler no cube is sum of two cubes positive integers...', max_results=10\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:44.239\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104044_239565_8b5ae079 triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:44.246\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104044_239565_8b5ae079 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:40:44.246\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104044_239565_8b5ae079\u001b[0m\n",
      "\u001b[32m2025-11-06 10:41:14.248\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104114_247910_4b30050b triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:41:14.255\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104114_247910_4b30050b created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:41:14.255\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104114_247910_4b30050b\u001b[0m\n",
      "\u001b[32m2025-11-06 10:41:44.256\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104144_256809_4bb6e6d0 triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:41:44.263\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104144_256809_4bb6e6d0 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:41:44.264\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104144_256809_4bb6e6d0\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.585\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m557\u001b[0m - \u001b[34m\u001b[1mFound 8 annotations to process\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.586\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.587\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://en.wikipedia.org/wiki/Eisenstein_integer?utm_source=openai', 'title': 'Eisenstein integer'}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.587\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.588\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://en.wikipedia.org/wiki/Fermat%27s_Last_Theorem?utm_source=openai', 'title': \"Fermat's Last Theorem\"}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.588\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.589\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://en.wikipedia.org/wiki/Eisenstein_integer?utm_source=openai', 'title': 'Eisenstein integer'}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.590\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.591\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://en.wikipedia.org/wiki/Eisenstein_integer?utm_source=openai', 'title': 'Eisenstein integer'}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.592\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.593\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://arxiv.org/abs/2309.00162?utm_source=openai', 'title': \"The sum of two cubes problem -- an approach that's classroom friendly\"}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.593\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.594\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://arxiv.org/abs/2309.00162?utm_source=openai', 'title': \"The sum of two cubes problem -- an approach that's classroom friendly\"}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.594\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.595\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://en.wikipedia.org/wiki/Fermat%27s_Last_Theorem?utm_source=openai', 'title': \"Fermat's Last Theorem\"}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.595\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.596\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://en.wikipedia.org/wiki/Eisenstein_integer?utm_source=openai', 'title': 'Eisenstein integer'}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.596\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m587\u001b[0m - \u001b[34m\u001b[1mParsed OpenAI response: 4272 chars, 3 citations\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.597\u001b[0m | \u001b[32m\u001b[1mSUCCESS \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m397\u001b[0m - \u001b[32m\u001b[1mWeb search completed: 4272 chars, 3 citations\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.597\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m413\u001b[0m - \u001b[34m\u001b[1mAdding 3 citations to response: [{'url': 'https://en.wikipedia.org/wiki/Eisenstein_integer?utm_source=openai', 'title': 'Eisenstein integer'}, {'url': 'https://en.wikipedia.org/wiki/Fermat%27s_Last_Theorem?utm_source=openai', 'title': \"Fermat's Last Theorem\"}, {'url': 'https://arxiv.org/abs/2309.00162?utm_source=openai', 'title': \"The sum of two cubes problem -- an approach that's classroom friendly\"}]\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.597\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m418\u001b[0m - \u001b[34m\u001b[1mFinal response keys: ['success', 'timestamp', 'toolkit', 'tool', 'execution_id', 'query', 'model', 'provider', 'data', 'citations']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.598\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m369\u001b[0m - \u001b[34m\u001b[1mTool invoked: WebSearchToolkit.web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.618\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:07.618\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for web_search\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:42:14.265\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104214_265215_d66fc98e triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:14.272\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104214_265215_d66fc98e created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:14.273\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104214_265215_d66fc98e\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:44.273\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104244_273755_af77b81c triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:44.279\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104244_273755_af77b81c created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:42:44.280\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104244_273755_af77b81c\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:14.281\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104314_281199_76d07f9f triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:14.288\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104314_281199_76d07f9f created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:14.288\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104314_281199_76d07f9f\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:15.061\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:15.064\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[FileToolkit] Successfully saved 4619 characters to 'results/reports/cube_sum_analysis.md'\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:15.064\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36msync_wrapper\u001b[0m:\u001b[36m477\u001b[0m - \u001b[34m\u001b[1mTool invoked: FileToolkit.save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:15.073\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:15.073\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:15.095\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m78\u001b[0m - \u001b[33m\u001b[1mpython-magic not available, MIME detection will use fallback\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/src/roma_dspy/tools/metrics/artifact_detector.py:173: DeprecationWarning: datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC).\n",
      "  timestamp = datetime.utcnow().strftime(\"%Y-%m-%d %H:%M:%S UTC\")\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:43:15.097\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36mbuild\u001b[0m:\u001b[36m168\u001b[0m - \u001b[34m\u001b[1mBuilt artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:15.098\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_registry\u001b[0m:\u001b[36mregister_batch\u001b[0m:\u001b[36m195\u001b[0m - \u001b[1mBatch registered 1 artifact(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:15.098\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m332\u001b[0m - \u001b[1mAuto-registered artifact with rich metadata: cube_sum_analysis\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:15.098\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m343\u001b[0m - \u001b[1mBatch auto-registered 1 artifact(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:40.361\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:40.365\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[FileToolkit] Successfully saved 2567 characters to 'temp/verify_impossibility.py'\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:40.366\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36msync_wrapper\u001b[0m:\u001b[36m477\u001b[0m - \u001b[34m\u001b[1mTool invoked: FileToolkit.save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:40.378\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:40.379\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:40.401\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m78\u001b[0m - \u001b[33m\u001b[1mpython-magic not available, MIME detection will use fallback\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/src/roma_dspy/tools/metrics/artifact_detector.py:173: DeprecationWarning: datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC).\n",
      "  timestamp = datetime.utcnow().strftime(\"%Y-%m-%d %H:%M:%S UTC\")\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:43:40.403\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36mbuild\u001b[0m:\u001b[36m168\u001b[0m - \u001b[34m\u001b[1mBuilt artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:40.404\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_registry\u001b[0m:\u001b[36mregister_batch\u001b[0m:\u001b[36m195\u001b[0m - \u001b[1mBatch registered 1 artifact(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:40.404\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m332\u001b[0m - \u001b[1mAuto-registered artifact with rich metadata: verify_impossibility\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:40.404\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m343\u001b[0m - \u001b[1mBatch auto-registered 1 artifact(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:44.289\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104344_289217_36d9e912 triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:44.295\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104344_289217_36d9e912 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:44.295\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104344_289217_36d9e912\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:47.497\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool register_artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:47.501\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36mbuild\u001b[0m:\u001b[36m168\u001b[0m - \u001b[34m\u001b[1mBuilt artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:47.501\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_registry\u001b[0m:\u001b[36mregister\u001b[0m:\u001b[36m87\u001b[0m - \u001b[34m\u001b[1mDeduplicated artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:47.502\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m369\u001b[0m - \u001b[34m\u001b[1mTool invoked: ArtifactToolkit.register_artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:47.502\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m78\u001b[0m - \u001b[33m\u001b[1mpython-magic not available, MIME detection will use fallback\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:47.503\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m278\u001b[0m - \u001b[34m\u001b[1mFile already registered, skipping: /opt/sentient/executions/c34632d9-ab05-4ac8-bf13-a0a8b3956273/results/reports/cube_sum_analysis.md\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:47.503\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m365\u001b[0m - \u001b[34m\u001b[1mAll 1 file(s) already registered, nothing to do\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:47.513\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for register_artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:47.513\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for register_artifact\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:43:54.945\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m147\u001b[0m - \u001b[34m\u001b[1mSkipping internal DSPy tool: finish\u001b[0m\n",
      "\u001b[32m2025-11-06 10:43:54.946\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m246\u001b[0m - \u001b[34m\u001b[1mon_tool_end called for unknown call_id: 793a902b85dd493bb31d15ce2c0f8a53\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/store/tracking/rest_store.py:358: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  req_body = message_to_json(StartTraceV3(trace=trace.to_proto()))\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/utils/proto_json_utils.py:121: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  json_dict_with_int64_fields_only = _mark_int64_fields(message)\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/utils/proto_json_utils.py:76: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  else ftype(value)\n",
      "\u001b[32m2025-11-06 10:44:14.296\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104414_296377_a9659bbd triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.302\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104414_296377_a9659bbd created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.302\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104414_296377_a9659bbd\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.581\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.582\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m332\u001b[0m - \u001b[1mExecuting web search: query='smallest cube number sum of two cubes in two different ways taxicab number Ramanujan Hardy...', max_results=10\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.593\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m557\u001b[0m - \u001b[34m\u001b[1mFound 2 annotations to process\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.594\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.594\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://en.wikipedia.org/wiki/1729_%28number%29?utm_source=openai', 'title': '1729 (number)'}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.595\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.595\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://meangreenmath.com/2016/04/13/1729/?utm_source=openai', 'title': '1729 – Mean Green Math'}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.595\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m587\u001b[0m - \u001b[34m\u001b[1mParsed OpenAI response: 444 chars, 2 citations\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.596\u001b[0m | \u001b[32m\u001b[1mSUCCESS \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m397\u001b[0m - \u001b[32m\u001b[1mWeb search completed: 444 chars, 2 citations\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.596\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m413\u001b[0m - \u001b[34m\u001b[1mAdding 2 citations to response: [{'url': 'https://en.wikipedia.org/wiki/1729_%28number%29?utm_source=openai', 'title': '1729 (number)'}, {'url': 'https://meangreenmath.com/2016/04/13/1729/?utm_source=openai', 'title': '1729 – Mean Green Math'}]\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.596\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m418\u001b[0m - \u001b[34m\u001b[1mFinal response keys: ['success', 'timestamp', 'toolkit', 'tool', 'execution_id', 'query', 'model', 'provider', 'data', 'citations']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.596\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m369\u001b[0m - \u001b[34m\u001b[1mTool invoked: WebSearchToolkit.web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.606\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:14.606\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for web_search\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:44:44.303\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104444_303790_b937e068 triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:44.310\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104444_303790_b937e068 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:44:44.310\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104444_303790_b937e068\u001b[0m\n",
      "\u001b[32m2025-11-06 10:45:14.311\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104514_311625_a31a51f8 triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:45:14.318\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104514_311625_a31a51f8 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:45:14.319\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104514_311625_a31a51f8\u001b[0m\n",
      "\u001b[32m2025-11-06 10:45:44.320\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104544_320283_77c58281 triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:45:44.331\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104544_320283_77c58281 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:45:44.331\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104544_320283_77c58281\u001b[0m\n",
      "\u001b[32m2025-11-06 10:46:14.331\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104614_331704_1055872b triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:46:14.341\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104614_331704_1055872b created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:46:14.342\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104614_331704_1055872b\u001b[0m\n",
      "\u001b[32m2025-11-06 10:46:44.343\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104644_342985_b183b4d9 triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:46:44.349\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104644_342985_b183b4d9 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:46:44.349\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104644_342985_b183b4d9\u001b[0m\n",
      "\u001b[32m2025-11-06 10:47:14.350\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104714_350228_75d99ac2 triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:47:14.361\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104714_350228_75d99ac2 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:47:14.361\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104714_350228_75d99ac2\u001b[0m\n",
      "2025/11/06 10:47:38 WARNING dspy.clients.lm: LM response was truncated due to exceeding max_tokens=16000. You can inspect the latest LM interactions with `dspy.inspect_history()`. To avoid truncation, consider passing a larger max_tokens when setting up dspy.LM. You may also consider increasing the temperature (currently 0.2)  if the reason for truncation is repetition.\n",
      "\u001b[32m2025-11-06 10:47:38.727\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:47:38.728\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m332\u001b[0m - \u001b[1mExecuting web search: query='smallest perfect cube that is sum of two cubes in two different ways N^3 = a^3 + b^3...', max_results=10\u001b[0m\n",
      "\u001b[32m2025-11-06 10:47:44.362\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104744_362402_f73bb7cc triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:47:44.370\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104744_362402_f73bb7cc created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:47:44.370\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104744_362402_f73bb7cc\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:14.372\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104814_371963_015f0cc1 triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:14.380\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104814_371963_015f0cc1 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:14.380\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104814_371963_015f0cc1\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:20.900\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m557\u001b[0m - \u001b[34m\u001b[1mFound 3 annotations to process\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:20.901\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:20.901\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://en.wikipedia.org/wiki/Fermat%27s_Last_Theorem?utm_source=openai', 'title': \"Fermat's Last Theorem\"}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:20.902\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:20.902\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://en.wikipedia.org/wiki/Fermat%27s_Last_Theorem?utm_source=openai', 'title': \"Fermat's Last Theorem\"}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:20.903\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m561\u001b[0m - \u001b[34m\u001b[1mProcessing annotation: type=url_citation\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:20.903\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m573\u001b[0m - \u001b[34m\u001b[1mExtracted citation: {'url': 'https://en.wikipedia.org/wiki/Taxicab_number?utm_source=openai', 'title': 'Taxicab number'}\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:20.904\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36m_parse_openai_responses_output\u001b[0m:\u001b[36m587\u001b[0m - \u001b[34m\u001b[1mParsed OpenAI response: 1124 chars, 2 citations\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:20.904\u001b[0m | \u001b[32m\u001b[1mSUCCESS \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m397\u001b[0m - \u001b[32m\u001b[1mWeb search completed: 1124 chars, 2 citations\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:20.905\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m413\u001b[0m - \u001b[34m\u001b[1mAdding 2 citations to response: [{'url': 'https://en.wikipedia.org/wiki/Fermat%27s_Last_Theorem?utm_source=openai', 'title': \"Fermat's Last Theorem\"}, {'url': 'https://en.wikipedia.org/wiki/Taxicab_number?utm_source=openai', 'title': 'Taxicab number'}]\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:20.905\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.web_search.toolkit\u001b[0m:\u001b[36mweb_search\u001b[0m:\u001b[36m418\u001b[0m - \u001b[34m\u001b[1mFinal response keys: ['success', 'timestamp', 'toolkit', 'tool', 'execution_id', 'query', 'model', 'provider', 'data', 'citations']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:20.905\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m369\u001b[0m - \u001b[34m\u001b[1mTool invoked: WebSearchToolkit.web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:20.917\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for web_search\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:20.918\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for web_search\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:48:44.381\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104844_381817_93c0e6b3 triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:44.393\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104844_381817_93c0e6b3 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:44.394\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104844_381817_93c0e6b3\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:52.198\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:52.201\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[FileToolkit] Successfully saved 5065 characters to 'results/reports/cube_sum_analysis.py'\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:52.202\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36msync_wrapper\u001b[0m:\u001b[36m477\u001b[0m - \u001b[34m\u001b[1mTool invoked: FileToolkit.save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:52.211\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:52.212\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:52.230\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m78\u001b[0m - \u001b[33m\u001b[1mpython-magic not available, MIME detection will use fallback\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/src/roma_dspy/tools/metrics/artifact_detector.py:173: DeprecationWarning: datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC).\n",
      "  timestamp = datetime.utcnow().strftime(\"%Y-%m-%d %H:%M:%S UTC\")\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:48:52.233\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36mbuild\u001b[0m:\u001b[36m168\u001b[0m - \u001b[34m\u001b[1mBuilt artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:52.233\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_registry\u001b[0m:\u001b[36mregister_batch\u001b[0m:\u001b[36m195\u001b[0m - \u001b[1mBatch registered 1 artifact(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:52.233\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m332\u001b[0m - \u001b[1mAuto-registered artifact with rich metadata: cube_sum_analysis\u001b[0m\n",
      "\u001b[32m2025-11-06 10:48:52.233\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m343\u001b[0m - \u001b[1mBatch auto-registered 1 artifact(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:14.395\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104914_395341_b81d5454 triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:14.406\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104914_395341_b81d5454 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:14.406\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104914_395341_b81d5454\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:28.599\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:28.602\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[FileToolkit] Successfully saved 3703 characters to 'results/reports/mathematical_analysis.md'\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:28.603\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36msync_wrapper\u001b[0m:\u001b[36m477\u001b[0m - \u001b[34m\u001b[1mTool invoked: FileToolkit.save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:28.613\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:28.613\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:28.632\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m78\u001b[0m - \u001b[33m\u001b[1mpython-magic not available, MIME detection will use fallback\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/src/roma_dspy/tools/metrics/artifact_detector.py:173: DeprecationWarning: datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC).\n",
      "  timestamp = datetime.utcnow().strftime(\"%Y-%m-%d %H:%M:%S UTC\")\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:49:28.634\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36mbuild\u001b[0m:\u001b[36m168\u001b[0m - \u001b[34m\u001b[1mBuilt artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:28.634\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_registry\u001b[0m:\u001b[36mregister_batch\u001b[0m:\u001b[36m195\u001b[0m - \u001b[1mBatch registered 1 artifact(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:28.634\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m332\u001b[0m - \u001b[1mAuto-registered artifact with rich metadata: mathematical_analysis\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:28.634\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m343\u001b[0m - \u001b[1mBatch auto-registered 1 artifact(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:35.977\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool register_artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:35.981\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36mbuild\u001b[0m:\u001b[36m168\u001b[0m - \u001b[34m\u001b[1mBuilt artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:35.981\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_registry\u001b[0m:\u001b[36mregister\u001b[0m:\u001b[36m87\u001b[0m - \u001b[34m\u001b[1mDeduplicated artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:35.981\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m369\u001b[0m - \u001b[34m\u001b[1mTool invoked: ArtifactToolkit.register_artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:35.982\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m78\u001b[0m - \u001b[33m\u001b[1mpython-magic not available, MIME detection will use fallback\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:35.982\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m278\u001b[0m - \u001b[34m\u001b[1mFile already registered, skipping: /opt/sentient/executions/c34632d9-ab05-4ac8-bf13-a0a8b3956273/results/reports/mathematical_analysis.md\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:35.983\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m365\u001b[0m - \u001b[34m\u001b[1mAll 1 file(s) already registered, nothing to do\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:35.995\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for register_artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:35.995\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for register_artifact\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:49:43.060\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m147\u001b[0m - \u001b[34m\u001b[1mSkipping internal DSPy tool: finish\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:43.061\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m246\u001b[0m - \u001b[34m\u001b[1mon_tool_end called for unknown call_id: 4984f8063d144b4b823b9a7d178c6035\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:49:44.407\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104944_407544_c4747a8c triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:44.416\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104944_407544_c4747a8c created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:44.417\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_104944_407544_c4747a8c\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/store/tracking/rest_store.py:358: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  req_body = message_to_json(StartTraceV3(trace=trace.to_proto()))\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/utils/proto_json_utils.py:121: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  json_dict_with_int64_fields_only = _mark_int64_fields(message)\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/utils/proto_json_utils.py:76: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  else ftype(value)\n",
      "\u001b[32m2025-11-06 10:49:58.723\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m283\u001b[0m - \u001b[1mModuleRuntime._async_execute_module async completed | duration=706.64s\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.724\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.text_parser\u001b[0m:\u001b[36mparse_markdown_artifacts\u001b[0m:\u001b[36m80\u001b[0m - \u001b[34m\u001b[1mParsed 0 artifact(s) from Markdown\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.724\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.text_parser\u001b[0m:\u001b[36mparse_json_artifacts\u001b[0m:\u001b[36m123\u001b[0m - \u001b[34m\u001b[1mJSON parsing failed: Expecting value: line 1 column 1 (char 0)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.724\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.text_parser\u001b[0m:\u001b[36mparse_json_artifacts\u001b[0m:\u001b[36m127\u001b[0m - \u001b[34m\u001b[1mParsed 0 artifact(s) from JSON\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.724\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.text_parser\u001b[0m:\u001b[36mparse_xml_artifacts\u001b[0m:\u001b[36m192\u001b[0m - \u001b[34m\u001b[1mParsed 0 artifact(s) from XML\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.725\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.text_parser\u001b[0m:\u001b[36mparse_all_formats\u001b[0m:\u001b[36m226\u001b[0m - \u001b[34m\u001b[1mParsed 0 total, 0 unique artifact(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.725\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mscan_execution_directory\u001b[0m:\u001b[36m106\u001b[0m - \u001b[34m\u001b[1mFound new file: find_cube_sum.py\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.725\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mscan_execution_directory\u001b[0m:\u001b[36m106\u001b[0m - \u001b[34m\u001b[1mFound new file: verify_impossibility.py\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.726\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mscan_execution_directory\u001b[0m:\u001b[36m106\u001b[0m - \u001b[34m\u001b[1mFound new file: cube_sum_analysis.py\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.726\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mscan_execution_directory\u001b[0m:\u001b[36m106\u001b[0m - \u001b[34m\u001b[1mFound new file: mathematical_analysis.md\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.727\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mscan_execution_directory\u001b[0m:\u001b[36m106\u001b[0m - \u001b[34m\u001b[1mFound new file: cube_sum_analysis.md\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.727\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mscan_execution_directory\u001b[0m:\u001b[36m123\u001b[0m - \u001b[1mFilesystem scan found 5 new file(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.727\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m78\u001b[0m - \u001b[33m\u001b[1mpython-magic not available, MIME detection will use fallback\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.728\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mauto_register_scanned_files\u001b[0m:\u001b[36m171\u001b[0m - \u001b[34m\u001b[1mFile already registered, skipping: /opt/sentient/executions/c34632d9-ab05-4ac8-bf13-a0a8b3956273/temp/find_cube_sum.py\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.728\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mauto_register_scanned_files\u001b[0m:\u001b[36m171\u001b[0m - \u001b[34m\u001b[1mFile already registered, skipping: /opt/sentient/executions/c34632d9-ab05-4ac8-bf13-a0a8b3956273/temp/verify_impossibility.py\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.728\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mauto_register_scanned_files\u001b[0m:\u001b[36m171\u001b[0m - \u001b[34m\u001b[1mFile already registered, skipping: /opt/sentient/executions/c34632d9-ab05-4ac8-bf13-a0a8b3956273/results/reports/cube_sum_analysis.py\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.728\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mauto_register_scanned_files\u001b[0m:\u001b[36m171\u001b[0m - \u001b[34m\u001b[1mFile already registered, skipping: /opt/sentient/executions/c34632d9-ab05-4ac8-bf13-a0a8b3956273/results/reports/mathematical_analysis.md\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.728\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mauto_register_scanned_files\u001b[0m:\u001b[36m171\u001b[0m - \u001b[34m\u001b[1mFile already registered, skipping: /opt/sentient/executions/c34632d9-ab05-4ac8-bf13-a0a8b3956273/results/reports/cube_sum_analysis.md\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.728\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: e629a6cb...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.729\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: e629a6cb...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.729\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36m_async_solve_internal\u001b[0m:\u001b[36m504\u001b[0m - \u001b[34m\u001b[1mCompleted async_solve with status: COMPLETED\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.730\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_104958_730136_e72c49b1 triggered by execution_start\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.736\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_104958_730136_e72c49b1 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.736\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36m_async_solve_internal\u001b[0m:\u001b[36m478\u001b[0m - \u001b[34m\u001b[1mCreated initial checkpoint: checkpoint_20251106_104958_730136_e72c49b1\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.736\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mstart_periodic_checkpoints\u001b[0m:\u001b[36m398\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoints already running, skipping duplicate start\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.736\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36m_async_execute_state_machine\u001b[0m:\u001b[36m772\u001b[0m - \u001b[34m\u001b[1mForce executing task at max depth: 1\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.736\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: 87fda655...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.737\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: 87fda655...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.737\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.registry.agent_registry\u001b[0m:\u001b[36mget_agent\u001b[0m:\u001b[36m215\u001b[0m - \u001b[34m\u001b[1mRegistry hit: executor instance #5, task_type=WRITE\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.737\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m458\u001b[0m - \u001b[34m\u001b[1m[CACHE CHECK] FileToolkit | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:FileToolkit:7770b2d6945988b9 | config_hash=7770b2d6945988b9 | toolkit_config={'enable_delete': False, 'max_file_size': 10485760} | cache_size=3\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.737\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m487\u001b[0m - \u001b[34m\u001b[1m[CACHE REUSE] Subsequent fetch for c34632d9-ab05-4ac8-bf13-a0a8b3956273 | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:FileToolkit:7770b2d6945988b9 | refcount=1 (not incremented)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.737\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_track_toolkit_event\u001b[0m:\u001b[36m258\u001b[0m - \u001b[34m\u001b[1mTracked cache_hit event for FileToolkit (duration=0.0ms, success=True)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.737\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m623\u001b[0m - \u001b[1mToolkit cache stats for c34632d9-ab05-4ac8-bf13-a0a8b3956273: created=0, reused=1, hit_rate=100.0%, total_tools=5\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.738\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.query_service\u001b[0m:\u001b[36mget_all_artifacts\u001b[0m:\u001b[36m105\u001b[0m - \u001b[34m\u001b[1mRetrieved 5 artifacts in FULL mode\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.738\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m268\u001b[0m - \u001b[34m\u001b[1mModuleRuntime._async_execute_module async starting | args_count=2 | kwargs=['goal', 'context', 'dspy_context']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.738\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m458\u001b[0m - \u001b[34m\u001b[1m[CACHE CHECK] ArtifactToolkit | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:ArtifactToolkit:b7b0fd2545f0f8d9 | config_hash=b7b0fd2545f0f8d9 | toolkit_config={} | cache_size=3\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.738\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m487\u001b[0m - \u001b[34m\u001b[1m[CACHE REUSE] Subsequent fetch for c34632d9-ab05-4ac8-bf13-a0a8b3956273 | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:ArtifactToolkit:b7b0fd2545f0f8d9 | refcount=1 (not incremented)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.738\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_track_toolkit_event\u001b[0m:\u001b[36m258\u001b[0m - \u001b[34m\u001b[1mTracked cache_hit event for ArtifactToolkit (duration=0.0ms, success=True)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.738\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m458\u001b[0m - \u001b[34m\u001b[1m[CACHE CHECK] FileToolkit | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:FileToolkit:7770b2d6945988b9 | config_hash=7770b2d6945988b9 | toolkit_config={'enable_delete': False, 'max_file_size': 10485760} | cache_size=3\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.738\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m487\u001b[0m - \u001b[34m\u001b[1m[CACHE REUSE] Subsequent fetch for c34632d9-ab05-4ac8-bf13-a0a8b3956273 | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:FileToolkit:7770b2d6945988b9 | refcount=1 (not incremented)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.739\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_track_toolkit_event\u001b[0m:\u001b[36m258\u001b[0m - \u001b[34m\u001b[1mTracked cache_hit event for FileToolkit (duration=0.0ms, success=True)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.739\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m623\u001b[0m - \u001b[1mToolkit cache stats for c34632d9-ab05-4ac8-bf13-a0a8b3956273: created=0, reused=2, hit_rate=100.0%, total_tools=6\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.745\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36m_update_predictor_tools\u001b[0m:\u001b[36m569\u001b[0m - \u001b[34m\u001b[1mInitialized ReAct predictor with 6 custom tools + finish tool\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.745\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36m_patch_finish_tool\u001b[0m:\u001b[36m644\u001b[0m - \u001b[34m\u001b[1mPatched finish tool to accept **kwargs (has_kwargs=True)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:49:58.745\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.modules.base_module\u001b[0m:\u001b[36maforward\u001b[0m:\u001b[36m349\u001b[0m - \u001b[34m\u001b[1mSetting adapter in context: ChatAdapter (native_fc=False)\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:50:04.995\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool read_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:04.997\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[FileToolkit] Successfully read 3703 characters from 'results/reports/mathematical_analysis.md'\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:04.998\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36msync_wrapper\u001b[0m:\u001b[36m477\u001b[0m - \u001b[34m\u001b[1mTool invoked: FileToolkit.read_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:05.009\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for read_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:05.009\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for read_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:05.027\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m78\u001b[0m - \u001b[33m\u001b[1mpython-magic not available, MIME detection will use fallback\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:05.027\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m278\u001b[0m - \u001b[34m\u001b[1mFile already registered, skipping: /opt/sentient/executions/c34632d9-ab05-4ac8-bf13-a0a8b3956273/results/reports/mathematical_analysis.md\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:05.027\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m365\u001b[0m - \u001b[34m\u001b[1mAll 1 file(s) already registered, nothing to do\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:50:14.418\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_105014_418092_37e1bc8a triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:14.427\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_105014_418092_37e1bc8a created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:14.427\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_105014_418092_37e1bc8a\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:27.245\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:27.248\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.base\u001b[0m:\u001b[36mlog_debug\u001b[0m:\u001b[36m309\u001b[0m - \u001b[34m\u001b[1m[FileToolkit] Successfully saved 2599 characters to 'results/reports/final_answer.md'\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:27.249\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36msync_wrapper\u001b[0m:\u001b[36m477\u001b[0m - \u001b[34m\u001b[1mTool invoked: FileToolkit.save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:27.259\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:27.259\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for save_file\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:27.276\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m78\u001b[0m - \u001b[33m\u001b[1mpython-magic not available, MIME detection will use fallback\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/src/roma_dspy/tools/metrics/artifact_detector.py:173: DeprecationWarning: datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC).\n",
      "  timestamp = datetime.utcnow().strftime(\"%Y-%m-%d %H:%M:%S UTC\")\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:50:27.278\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36mbuild\u001b[0m:\u001b[36m168\u001b[0m - \u001b[34m\u001b[1mBuilt artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:27.279\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_registry\u001b[0m:\u001b[36mregister_batch\u001b[0m:\u001b[36m195\u001b[0m - \u001b[1mBatch registered 1 artifact(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:27.279\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m332\u001b[0m - \u001b[1mAuto-registered artifact with rich metadata: final_answer\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:27.279\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m343\u001b[0m - \u001b[1mBatch auto-registered 1 artifact(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:34.093\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m197\u001b[0m - \u001b[34m\u001b[1mEnhanced MLflow span for tool register_artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:34.097\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36mbuild\u001b[0m:\u001b[36m168\u001b[0m - \u001b[34m\u001b[1mBuilt artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:34.098\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_registry\u001b[0m:\u001b[36mregister\u001b[0m:\u001b[36m87\u001b[0m - \u001b[34m\u001b[1mDeduplicated artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:34.098\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m369\u001b[0m - \u001b[34m\u001b[1mTool invoked: ArtifactToolkit.register_artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:34.099\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m78\u001b[0m - \u001b[33m\u001b[1mpython-magic not available, MIME detection will use fallback\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:34.099\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m278\u001b[0m - \u001b[34m\u001b[1mFile already registered, skipping: /opt/sentient/executions/c34632d9-ab05-4ac8-bf13-a0a8b3956273/results/reports/final_answer.md\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:34.100\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.metrics.artifact_detector\u001b[0m:\u001b[36mauto_register_artifacts\u001b[0m:\u001b[36m365\u001b[0m - \u001b[34m\u001b[1mAll 1 file(s) already registered, nothing to do\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:34.110\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m262\u001b[0m - \u001b[34m\u001b[1mUpdated MLflow span status for register_artifact\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:34.110\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m300\u001b[0m - \u001b[34m\u001b[1mRecorded tool invocation for register_artifact\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:50:39.001\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_start\u001b[0m:\u001b[36m147\u001b[0m - \u001b[34m\u001b[1mSkipping internal DSPy tool: finish\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:39.002\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.tool_span_callback\u001b[0m:\u001b[36mon_tool_end\u001b[0m:\u001b[36m246\u001b[0m - \u001b[34m\u001b[1mon_tool_end called for unknown call_id: 4e25afeec25640a2a51d75604877d4ac\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "\u001b[32m2025-11-06 10:50:44.428\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_105044_428031_c6e00712 triggered by periodic\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:44.437\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_105044_428031_c6e00712 created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:44.437\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m453\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint created: checkpoint_20251106_105044_428031_c6e00712\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/store/tracking/rest_store.py:358: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  req_body = message_to_json(StartTraceV3(trace=trace.to_proto()))\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/utils/proto_json_utils.py:121: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  json_dict_with_int64_fields_only = _mark_int64_fields(message)\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/utils/proto_json_utils.py:76: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  else ftype(value)\n",
      "\u001b[32m2025-11-06 10:50:53.521\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m283\u001b[0m - \u001b[1mModuleRuntime._async_execute_module async completed | duration=54.78s\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.522\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.text_parser\u001b[0m:\u001b[36mparse_markdown_artifacts\u001b[0m:\u001b[36m80\u001b[0m - \u001b[34m\u001b[1mParsed 0 artifact(s) from Markdown\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.522\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.text_parser\u001b[0m:\u001b[36mparse_json_artifacts\u001b[0m:\u001b[36m123\u001b[0m - \u001b[34m\u001b[1mJSON parsing failed: Expecting value: line 1 column 1 (char 0)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.522\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.text_parser\u001b[0m:\u001b[36mparse_json_artifacts\u001b[0m:\u001b[36m127\u001b[0m - \u001b[34m\u001b[1mParsed 0 artifact(s) from JSON\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.523\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.text_parser\u001b[0m:\u001b[36mparse_xml_artifacts\u001b[0m:\u001b[36m192\u001b[0m - \u001b[34m\u001b[1mParsed 0 artifact(s) from XML\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.523\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.text_parser\u001b[0m:\u001b[36mparse_all_formats\u001b[0m:\u001b[36m226\u001b[0m - \u001b[34m\u001b[1mParsed 0 total, 0 unique artifact(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.524\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mscan_execution_directory\u001b[0m:\u001b[36m106\u001b[0m - \u001b[34m\u001b[1mFound new file: final_answer.md\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.525\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mscan_execution_directory\u001b[0m:\u001b[36m123\u001b[0m - \u001b[1mFilesystem scan found 1 new file(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.525\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mroma_dspy.core.artifacts.artifact_builder\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m78\u001b[0m - \u001b[33m\u001b[1mpython-magic not available, MIME detection will use fallback\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.526\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mauto_register_scanned_files\u001b[0m:\u001b[36m171\u001b[0m - \u001b[34m\u001b[1mFile already registered, skipping: /opt/sentient/executions/c34632d9-ab05-4ac8-bf13-a0a8b3956273/results/reports/final_answer.md\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.526\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: 87fda655...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.526\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: 87fda655...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.526\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36m_async_solve_internal\u001b[0m:\u001b[36m504\u001b[0m - \u001b[34m\u001b[1mCompleted async_solve with status: COMPLETED\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.526\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: f36cb07d...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.526\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.registry.agent_registry\u001b[0m:\u001b[36mget_agent\u001b[0m:\u001b[36m226\u001b[0m - \u001b[34m\u001b[1mRegistry fallback: aggregator instance #7, requested=THINK, using default\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.527\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.artifacts.query_service\u001b[0m:\u001b[36mget_all_artifacts\u001b[0m:\u001b[36m105\u001b[0m - \u001b[34m\u001b[1mRetrieved 6 artifacts in FULL mode\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.527\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m268\u001b[0m - \u001b[34m\u001b[1mModuleRuntime._async_execute_module async starting | args_count=2 | kwargs=['original_goal', 'subtasks_results', 'context', 'dspy_context']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.527\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m458\u001b[0m - \u001b[34m\u001b[1m[CACHE CHECK] ArtifactToolkit | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:ArtifactToolkit:b7b0fd2545f0f8d9 | config_hash=b7b0fd2545f0f8d9 | toolkit_config={} | cache_size=3\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.527\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m487\u001b[0m - \u001b[34m\u001b[1m[CACHE REUSE] Subsequent fetch for c34632d9-ab05-4ac8-bf13-a0a8b3956273 | cache_key=c34632d9-ab05-4ac8-bf13-a0a8b3956273:ArtifactToolkit:b7b0fd2545f0f8d9 | refcount=1 (not incremented)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.527\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36m_track_toolkit_event\u001b[0m:\u001b[36m258\u001b[0m - \u001b[34m\u001b[1mTracked cache_hit event for ArtifactToolkit (duration=0.0ms, success=True)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:53.527\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mget_tools_for_execution\u001b[0m:\u001b[36m623\u001b[0m - \u001b[1mToolkit cache stats for c34632d9-ab05-4ac8-bf13-a0a8b3956273: created=0, reused=1, hit_rate=100.0%, total_tools=1\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/httpx/_models.py:408: DeprecationWarning: Use 'content=<...>' to upload raw bytes/text content.\n",
      "  headers, stream = encode_request(\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/store/tracking/rest_store.py:358: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  req_body = message_to_json(StartTraceV3(trace=trace.to_proto()))\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/utils/proto_json_utils.py:121: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  json_dict_with_int64_fields_only = _mark_int64_fields(message)\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/utils/proto_json_utils.py:76: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  else ftype(value)\n",
      "\u001b[32m2025-11-06 10:50:57.019\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m283\u001b[0m - \u001b[1mModuleRuntime._async_execute_module async completed | duration=3.49s\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.021\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.core.artifacts.filesystem_scanner\u001b[0m:\u001b[36mscan_execution_directory\u001b[0m:\u001b[36m123\u001b[0m - \u001b[1mFilesystem scan found 0 new file(s)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.022\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: f36cb07d...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.022\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.signatures.base_models.task_node\u001b[0m:\u001b[36mmodel_copy\u001b[0m:\u001b[36m64\u001b[0m - \u001b[34m\u001b[1m[TaskNode.model_copy] Preserving task_id: f36cb07d...\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.022\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36m_async_solve_internal\u001b[0m:\u001b[36m504\u001b[0m - \u001b[34m\u001b[1mCompleted async_solve with status: COMPLETED\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/store/tracking/rest_store.py:841: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  req_body = message_to_json(\n",
      "\u001b[32m2025-11-06 10:50:57.046\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.observability.mlflow_manager\u001b[0m:\u001b[36mlog_metrics\u001b[0m:\u001b[36m417\u001b[0m - \u001b[34m\u001b[1mLogged metrics: ['total_tasks', 'max_depth_reached', 'success']\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.046\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m80\u001b[0m - \u001b[1mCreating checkpoint checkpoint_20251106_105057_046526_5b4c297e triggered by execution_complete\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.054\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mcreate_checkpoint\u001b[0m:\u001b[36m131\u001b[0m - \u001b[1mCheckpoint checkpoint_20251106_105057_046526_5b4c297e created successfully\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.054\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36masync_solve\u001b[0m:\u001b[36m399\u001b[0m - \u001b[34m\u001b[1mCreated final EXECUTION_COMPLETE checkpoint\u001b[0m\n",
      "/Users/salahalzubi/cursor_projects/ROMA-DSPy/.venv/lib/python3.12/site-packages/mlflow/store/tracking/rest_store.py:300: DeprecationWarning: label() is deprecated. Use is_required() or is_repeated() instead.\n",
      "  req_body = message_to_json(\n",
      "\u001b[32m2025-11-06 10:50:57.065\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mstop_periodic_checkpoints\u001b[0m:\u001b[36m413\u001b[0m - \u001b[1mStopping periodic checkpoints\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.065\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36m_periodic_checkpoint_loop\u001b[0m:\u001b[36m458\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoint loop cancelled for execution c34632d9-ab05-4ac8-bf13-a0a8b3956273\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.066\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.resilience.checkpoint_manager\u001b[0m:\u001b[36mstop_periodic_checkpoints\u001b[0m:\u001b[36m420\u001b[0m - \u001b[34m\u001b[1mPeriodic checkpoints stopped\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.066\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mcleanup_execution\u001b[0m:\u001b[36m852\u001b[0m - \u001b[34m\u001b[1mRemoved toolkit from cache: c34632d9-ab05-4ac8-bf13-a0a8b3956273:ArtifactToolkit:b7b0fd2545f0f8d9\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.066\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mcleanup_execution\u001b[0m:\u001b[36m852\u001b[0m - \u001b[34m\u001b[1mRemoved toolkit from cache: c34632d9-ab05-4ac8-bf13-a0a8b3956273:FileToolkit:7770b2d6945988b9\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.066\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mcleanup_execution\u001b[0m:\u001b[36m852\u001b[0m - \u001b[34m\u001b[1mRemoved toolkit from cache: c34632d9-ab05-4ac8-bf13-a0a8b3956273:WebSearchToolkit:65b1524b76be1e6a\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.067\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.base.manager\u001b[0m:\u001b[36mcleanup_execution\u001b[0m:\u001b[36m867\u001b[0m - \u001b[1mCleaned up execution c34632d9-ab05-4ac8-bf13-a0a8b3956273: removed=3, retained=0 (cache size: 0)\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.159\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mroma_dspy.tools.metrics.decorators\u001b[0m:\u001b[36masync_wrapper\u001b[0m:\u001b[36m150\u001b[0m - \u001b[1mToolkit cleanup completed\u001b[0m\n",
      "\u001b[32m2025-11-06 10:50:57.160\u001b[0m | \u001b[34m\u001b[1mDEBUG   \u001b[0m | \u001b[36mroma_dspy.core.engine.solve\u001b[0m:\u001b[36masync_solve\u001b[0m:\u001b[36m441\u001b[0m - \u001b[34m\u001b[1mCleaned up execution for c34632d9-ab05-4ac8-bf13-a0a8b3956273\u001b[0m\n"
     ]
    },
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     "name": "stdout",
     "output_type": "stream",
     "text": [
      "🏃 View run c34632d9-ab05-4ac8-bf13-a0a8b3956273 at: http://127.0.0.1:5000/#/experiments/2/runs/aad7a6f3e3da44ab86b1db352f60ebc7\n",
      "🧪 View experiment at: http://127.0.0.1:5000/#/experiments/2\n"
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   "source": [
    "result =  await solver.async_solve(dataset[25].goal)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "6b32efc8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There is no positive cube number that can be expressed as the sum of two different positive cube numbers in two different ways.\n",
      "\n",
      "This is a direct consequence of **Fermat's Last Theorem** for the exponent $n=3$, which proves that the equation $a^3 + b^3 = N^3$ has no solutions in positive integers $a, b, N$. Therefore, no positive cube can be expressed as the sum of two positive cubes even once, let alone in two different ways.\n",
      "\n",
      "*Note on the smallest integer with this property:* The smallest positive integer (not a perfect cube) that can be expressed as the sum of two positive cubes in two different ways is the Hardy-Ramanujan number, **1729**:\n",
      "$$1729 = 1^3 + 12^3 = 9^3 + 10^3$$\n"
     ]
    }
   ],
   "source": [
    "print(result.result)"
   ]
  },
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   "id": "d9668f79",
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   "outputs": [],
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